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论文进阶

within-subject design

被试内设计(又称重复测量设计),一种实验设计方法,每个被试都参与所有自变量水平/条件的测试,从而减少个体差异带来的误差方差。

English Definition

"An experimental design in which each subject experiences all levels/conditions of the independent variable, reducing error variance due to individual differences."

用法说明 · 针对中文母语者

在HCI/UX用户研究中常用,特别适合被试间差异较大的场景(如晕动症易感性)。但易受顺序效应(order effect)和学习效应影响,常需做平衡或对照设计。

常见错误

  • ·与 between-subject design(被试间设计)混淆
  • ·忽略顺序效应(order effect)和疲劳效应

真实用例 · 3

"A main difficulty in analyzing data from these studies is how to incorporate the individual difference in motion-sickness susceptibility. Since susceptibilities are markedly different among subjects, within-subject design experiments are preferred."

论文Pipeline extracted — review needed·讨论被试内设计在被试易感性差异较大时的优势

"the within-subject design table inevitably has several missing entries"

论文Pipeline extracted — review needed·讨论被试内设计数据中可能存在的缺失值问题

"it is desirable that every stimulus condition is evenly tested by each subject (within-subject design)"

论文Pipeline extracted — review needed·被试内设计的目标是让每个被试均匀测试所有刺激条件
由 pipeline 自动采集,待人工 review